NANYANG TECHNOLOGICAL UNIVERSITY

Senior Research Fellow, Signal Processing

Location
Singapore
Posted
26 Jun 2020
End of advertisement period
26 Jul 2020
Ref
R00001855
Contract Type
Permanent
Hours
Full Time

NTU Main Campus, Singapore

School of Computer Science and Engineering invites applications for the position of Senior Research Fellow.

Key Responsibilities:

  • Identify appropriate sparse basis for compressive sampling based 3D X-ray imaging of semiconductor products
  • Establish upper bound limits achievable by compressive sampling techniques
  • Perform experiments using different compressive sampl reconstruction techniques
  • Investigate deep learning techniques that can be used to improve reconstruction times
  • Explore deep learning techniques that can be used to directly detect types of defect in the sparse basis

Job Requirements:

  • PhD degree in signal processing related area with research experience
  • Strong foundations in areas of signal processing
  • Minimum 5 years of research experience
  • Knowledge of compressive sensing techniques will be of advantage
  • Knowledge of deep learning techniques related to computer vision will be of benefit to the project

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU

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